Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 4592 |
| Missing cells | 108 |
| Missing cells (%) | 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.5 MiB |
| Average record size in memory | 569.3 B |
Variable types
| Text | 4 |
|---|---|
| Numeric | 13 |
| Categorical | 3 |
52 Weeks High is highly overall correlated with 52 Weeks Low and 6 other fields | High correlation |
52 Weeks Low is highly overall correlated with 52 Weeks High and 6 other fields | High correlation |
Currency is highly overall correlated with EPS Annual | High correlation |
EPS Annual is highly overall correlated with 52 Weeks High and 7 other fields | High correlation |
Market Cap (in M) is highly overall correlated with 52 Weeks High and 10 other fields | High correlation |
Performance (52 weeks) is highly overall correlated with Market Cap (in M) and 1 other fields | High correlation |
Price is highly overall correlated with 52 Weeks High and 7 other fields | High correlation |
Price 52 Weeks Ago is highly overall correlated with 52 Weeks High and 6 other fields | High correlation |
ROI Annual is highly overall correlated with 52 Weeks High and 6 other fields | High correlation |
Résultat net is highly overall correlated with 52 Weeks High and 6 other fields | High correlation |
Total assets is highly overall correlated with Market Cap (in M) and 2 other fields | High correlation |
Volume 1 month is highly overall correlated with Market Cap (in M) and 2 other fields | High correlation |
Volume 52 weeks is highly overall correlated with Market Cap (in M) and 2 other fields | High correlation |
Currency is highly imbalanced (91.6%) | Imbalance |
Total assets has 108 (2.4%) missing values | Missing |
Price is highly skewed (γ1 = 26.93344746) | Skewed |
Market Cap (in M) is highly skewed (γ1 = 24.47766101) | Skewed |
Volume 52 weeks is highly skewed (γ1 = 43.39669932) | Skewed |
Volume 1 month is highly skewed (γ1 = 27.48945195) | Skewed |
52 Weeks High is highly skewed (γ1 = 34.20999561) | Skewed |
52 Weeks Low is highly skewed (γ1 = 23.19378508) | Skewed |
Price 52 Weeks Ago is highly skewed (γ1 = 33.94622584) | Skewed |
EPS Annual is highly skewed (γ1 = 48.34321231) | Skewed |
ROI Annual is highly skewed (γ1 = -51.82124009) | Skewed |
Symbol has unique values | Unique |
Company Name has unique values | Unique |
Market Cap (in M) has unique values | Unique |
Beta has unique values | Unique |
Reproduction
| Analysis started | 2024-08-12 18:25:56.106992 |
|---|---|
| Analysis finished | 2024-08-12 18:26:13.764745 |
| Duration | 17.66 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
Symbol
Text
UNIQUE 
| Distinct | 4592 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 272.0 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 3.6339286 |
| Min length | 1 |
Characters and Unicode
| Total characters | 16687 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4592 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | TRNS |
|---|---|
| 2nd row | ACRV |
| 3rd row | COLM |
| 4th row | ZCMD |
| 5th row | MOVE |
| Value | Count | Frequency (%) |
| trns | 1 | < 0.1% |
| rrbi | 1 | < 0.1% |
| zcmd | 1 | < 0.1% |
| move | 1 | < 0.1% |
| nmih | 1 | < 0.1% |
| gnta | 1 | < 0.1% |
| allr | 1 | < 0.1% |
| aosl | 1 | < 0.1% |
| kins | 1 | < 0.1% |
| itri | 1 | < 0.1% |
| Other values (4582) | 4582 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 1191 | 7.1% |
| C | 1171 | 7.0% |
| T | 1117 | 6.7% |
| S | 1110 | 6.7% |
| R | 1092 | 6.5% |
| N | 970 | 5.8% |
| L | 856 | 5.1% |
| I | 845 | 5.1% |
| E | 763 | 4.6% |
| M | 759 | 4.5% |
| Other values (16) | 6813 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16687 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 1191 | 7.1% |
| C | 1171 | 7.0% |
| T | 1117 | 6.7% |
| S | 1110 | 6.7% |
| R | 1092 | 6.5% |
| N | 970 | 5.8% |
| L | 856 | 5.1% |
| I | 845 | 5.1% |
| E | 763 | 4.6% |
| M | 759 | 4.5% |
| Other values (16) | 6813 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16687 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 1191 | 7.1% |
| C | 1171 | 7.0% |
| T | 1117 | 6.7% |
| S | 1110 | 6.7% |
| R | 1092 | 6.5% |
| N | 970 | 5.8% |
| L | 856 | 5.1% |
| I | 845 | 5.1% |
| E | 763 | 4.6% |
| M | 759 | 4.5% |
| Other values (16) | 6813 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16687 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 1191 | 7.1% |
| C | 1171 | 7.0% |
| T | 1117 | 6.7% |
| S | 1110 | 6.7% |
| R | 1092 | 6.5% |
| N | 970 | 5.8% |
| L | 856 | 5.1% |
| I | 845 | 5.1% |
| E | 763 | 4.6% |
| M | 759 | 4.5% |
| Other values (16) | 6813 |
Company Name
Text
UNIQUE 
| Distinct | 4592 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 344.0 KiB |
Length
| Max length | 55 |
|---|---|
| Median length | 39 |
| Mean length | 19.682274 |
| Min length | 2 |
Characters and Unicode
| Total characters | 90381 |
|---|---|
| Distinct characters | 74 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4592 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Transcat Inc |
|---|---|
| 2nd row | Acrivon Therapeutics Inc |
| 3rd row | Columbia Sportswear Co |
| 4th row | Zhongchao Inc |
| 5th row | Movano Inc |
| Value | Count | Frequency (%) |
| inc | 2899 | 20.8% |
| corp | 839 | 6.0% |
| ltd | 361 | 2.6% |
| holdings | 344 | 2.5% |
| group | 260 | 1.9% |
| co | 188 | 1.4% |
| therapeutics | 178 | 1.3% |
| financial | 123 | 0.9% |
| technologies | 113 | 0.8% |
| bancorp | 108 | 0.8% |
| Other values (4865) | 8508 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9329 | 10.3% | |
| n | 7728 | 8.6% |
| e | 6080 | 6.7% |
| o | 5730 | 6.3% |
| c | 5468 | 6.0% |
| r | 5296 | 5.9% |
| i | 5129 | 5.7% |
| a | 5054 | 5.6% |
| t | 4149 | 4.6% |
| s | 3630 | 4.0% |
| Other values (64) | 32788 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 90381 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 9329 | 10.3% | |
| n | 7728 | 8.6% |
| e | 6080 | 6.7% |
| o | 5730 | 6.3% |
| c | 5468 | 6.0% |
| r | 5296 | 5.9% |
| i | 5129 | 5.7% |
| a | 5054 | 5.6% |
| t | 4149 | 4.6% |
| s | 3630 | 4.0% |
| Other values (64) | 32788 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 90381 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 9329 | 10.3% | |
| n | 7728 | 8.6% |
| e | 6080 | 6.7% |
| o | 5730 | 6.3% |
| c | 5468 | 6.0% |
| r | 5296 | 5.9% |
| i | 5129 | 5.7% |
| a | 5054 | 5.6% |
| t | 4149 | 4.6% |
| s | 3630 | 4.0% |
| Other values (64) | 32788 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 90381 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 9329 | 10.3% | |
| n | 7728 | 8.6% |
| e | 6080 | 6.7% |
| o | 5730 | 6.3% |
| c | 5468 | 6.0% |
| r | 5296 | 5.9% |
| i | 5129 | 5.7% |
| a | 5054 | 5.6% |
| t | 4149 | 4.6% |
| s | 3630 | 4.0% |
| Other values (64) | 32788 |
Price
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 3404 |
|---|---|
| Distinct (%) | 74.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.60512 |
| Minimum | 0.0503 |
|---|---|
| Maximum | 8506.24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | 0.0503 |
|---|---|
| 5-th percentile | 0.61451 |
| Q1 | 3.35 |
| median | 13.03 |
| Q3 | 44.42 |
| 95-th percentile | 198.3335 |
| Maximum | 8506.24 |
| Range | 8506.1897 |
| Interquartile range (IQR) | 41.07 |
Descriptive statistics
| Standard deviation | 179.89764 |
|---|---|
| Coefficient of variation (CV) | 3.5549297 |
| Kurtosis | 1120.7504 |
| Mean | 50.60512 |
| Median Absolute Deviation (MAD) | 11.665 |
| Skewness | 26.933447 |
| Sum | 232378.71 |
| Variance | 32363.162 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.06 | 8 | 0.2% |
| 1.01 | 8 | 0.2% |
| 1.4 | 8 | 0.2% |
| 1.65 | 8 | 0.2% |
| 1.6 | 7 | 0.2% |
| 1.02 | 7 | 0.2% |
| 11.45 | 7 | 0.2% |
| 1.47 | 7 | 0.2% |
| 1.51 | 7 | 0.2% |
| 2 | 6 | 0.1% |
| Other values (3394) | 4519 |
| Value | Count | Frequency (%) |
| 0.0503 | 1 | |
| 0.075 | 1 | |
| 0.076 | 1 | |
| 0.0766 | 1 | |
| 0.08 | 1 | |
| 0.0823 | 1 | |
| 0.092 | 1 | |
| 0.0933 | 1 | |
| 0.0945 | 1 | |
| 0.0978 | 1 |
| Value | Count | Frequency (%) |
| 8506.24 | 1 | |
| 3443.05 | 1 | |
| 3120.25 | 1 | |
| 1974.15 | 1 | |
| 1883.62 | 1 | |
| 1752.25 | 1 | |
| 1701.48 | 1 | |
| 1521.92 | 1 | |
| 1397.26 | 1 | |
| 1259.41 | 1 |
Market Cap (in M)
Real number (ℝ)
HIGH CORRELATION  SKEWED  UNIQUE 
| Distinct | 4592 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12309.368 |
| Minimum | 0.20246208 |
|---|---|
| Maximum | 3287742.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | 0.20246208 |
|---|---|
| 5-th percentile | 6.3694738 |
| Q1 | 92.732213 |
| median | 673.36585 |
| Q3 | 4002.716 |
| 95-th percentile | 41955.022 |
| Maximum | 3287742.5 |
| Range | 3287742.3 |
| Interquartile range (IQR) | 3909.9838 |
Descriptive statistics
| Standard deviation | 95367.004 |
|---|---|
| Coefficient of variation (CV) | 7.7475145 |
| Kurtosis | 709.27135 |
| Mean | 12309.368 |
| Median Absolute Deviation (MAD) | 658.48583 |
| Skewness | 24.477661 |
| Sum | 56524616 |
| Variance | 9.0948654 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1051.552692 | 1 | < 0.1% |
| 17762.63656 | 1 | < 0.1% |
| 6727.872229 | 1 | < 0.1% |
| 685.544 | 1 | < 0.1% |
| 3819.010817 | 1 | < 0.1% |
| 11305.98031 | 1 | < 0.1% |
| 13096.08757 | 1 | < 0.1% |
| 327.6875743 | 1 | < 0.1% |
| 76.92930363 | 1 | < 0.1% |
| 6350.50102 | 1 | < 0.1% |
| Other values (4582) | 4582 |
| Value | Count | Frequency (%) |
| 0.202462083 | 1 | |
| 0.290874472 | 1 | |
| 0.3662907246 | 1 | |
| 0.5117001326 | 1 | |
| 0.6849636886 | 1 | |
| 0.6859719465 | 1 | |
| 0.727851 | 1 | |
| 0.7453370722 | 1 | |
| 0.7492588667 | 1 | |
| 0.7598715686 | 1 |
| Value | Count | Frequency (%) |
| 3287742.486 | 1 | |
| 3017962.34 | 1 | |
| 2581647.096 | 1 | |
| 2024988.839 | 1 | |
| 1752130.051 | 1 | |
| 1309863.215 | 1 | |
| 847457.4806 | 1 | |
| 690133.0242 | 1 | |
| 638928.0644 | 1 | |
| 585534.9078 | 1 |
Beta
Real number (ℝ)
UNIQUE 
| Distinct | 4592 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0581903 |
| Minimum | -6.9775743 |
|---|---|
| Maximum | 19.570795 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 448 |
| Negative (%) | 9.8% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | -6.9775743 |
|---|---|
| 5-th percentile | -0.23997649 |
| Q1 | 0.43572978 |
| median | 0.92880535 |
| Q3 | 1.5496012 |
| 95-th percentile | 2.8718576 |
| Maximum | 19.570795 |
| Range | 26.548369 |
| Interquartile range (IQR) | 1.1138714 |
Descriptive statistics
| Standard deviation | 1.0876713 |
|---|---|
| Coefficient of variation (CV) | 1.0278599 |
| Kurtosis | 24.454103 |
| Mean | 1.0581903 |
| Median Absolute Deviation (MAD) | 0.54784378 |
| Skewness | 1.7977748 |
| Sum | 4859.2097 |
| Variance | 1.183029 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9319894 | 1 | < 0.1% |
| 0.84577984 | 1 | < 0.1% |
| 0.19360098 | 1 | < 0.1% |
| 1.2201371 | 1 | < 0.1% |
| 0.5152113 | 1 | < 0.1% |
| 2.1184125 | 1 | < 0.1% |
| 1.8902502 | 1 | < 0.1% |
| 1.438754 | 1 | < 0.1% |
| 1.555489 | 1 | < 0.1% |
| 0.74494594 | 1 | < 0.1% |
| Other values (4582) | 4582 |
| Value | Count | Frequency (%) |
| -6.9775743 | 1 | |
| -5.8663783 | 1 | |
| -4.9759016 | 1 | |
| -4.3898983 | 1 | |
| -3.8894632 | 1 | |
| -3.6600218 | 1 | |
| -3.375102 | 1 | |
| -3.0445251 | 1 | |
| -3.043933 | 1 | |
| -2.9128923 | 1 |
| Value | Count | Frequency (%) |
| 19.570795 | 1 | |
| 11.313087 | 1 | |
| 9.652831 | 1 | |
| 8.4484005 | 1 | |
| 8.446643 | 1 | |
| 7.075054 | 1 | |
| 7.0186133 | 1 | |
| 6.7305875 | 1 | |
| 6.5846024 | 1 | |
| 5.979147 | 1 |
Volume 52 weeks
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 4590 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1531077.9 |
| Minimum | 156.57371 |
|---|---|
| Maximum | 4.6049593 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | 156.57371 |
|---|---|
| 5-th percentile | 12172.103 |
| Q1 | 100339.38 |
| median | 410069.06 |
| Q3 | 1212900.2 |
| 95-th percentile | 5458151.1 |
| Maximum | 4.6049593 × 108 |
| Range | 4.6049577 × 108 |
| Interquartile range (IQR) | 1112560.8 |
Descriptive statistics
| Standard deviation | 7948036.6 |
|---|---|
| Coefficient of variation (CV) | 5.191138 |
| Kurtosis | 2434.055 |
| Mean | 1531077.9 |
| Median Absolute Deviation (MAD) | 365140.49 |
| Skewness | 43.396699 |
| Sum | 7.0307097 × 109 |
| Variance | 6.3171286 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 225453.9683 | 2 | < 0.1% |
| 6648.015873 | 2 | < 0.1% |
| 50909.83794 | 1 | < 0.1% |
| 484711.1111 | 1 | < 0.1% |
| 1923534.921 | 1 | < 0.1% |
| 168332.5397 | 1 | < 0.1% |
| 22885.15873 | 1 | < 0.1% |
| 339926.9841 | 1 | < 0.1% |
| 303901.9841 | 1 | < 0.1% |
| 1501179.365 | 1 | < 0.1% |
| Other values (4580) | 4580 |
| Value | Count | Frequency (%) |
| 156.5737052 | 1 | |
| 665.0873016 | 1 | |
| 849.2063492 | 1 | |
| 935.059761 | 1 | |
| 1153.174603 | 1 | |
| 1188.095238 | 1 | |
| 1560.309524 | 1 | |
| 1729.063492 | 1 | |
| 1755.952381 | 1 | |
| 1777.777778 | 1 |
| Value | Count | Frequency (%) |
| 460495926.5 | 1 | |
| 107475531.3 | 1 | |
| 60843084.92 | 1 | |
| 60546926.98 | 1 | |
| 56703451.59 | 1 | |
| 53449109.52 | 1 | |
| 53207215.08 | 1 | |
| 52205071.83 | 1 | |
| 49901964.06 | 1 | |
| 46498527.38 | 1 |
Volume 1 month
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 4535 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1717373.4 |
| Minimum | 4.5454545 |
|---|---|
| Maximum | 3.4773365 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | 4.5454545 |
|---|---|
| 5-th percentile | 8890.4348 |
| Q1 | 88682.609 |
| median | 422152.17 |
| Q3 | 1297245.7 |
| 95-th percentile | 6706690.7 |
| Maximum | 3.4773365 × 108 |
| Range | 3.4773364 × 108 |
| Interquartile range (IQR) | 1208563 |
Descriptive statistics
| Standard deviation | 7224936.6 |
|---|---|
| Coefficient of variation (CV) | 4.2069689 |
| Kurtosis | 1181.4833 |
| Mean | 1717373.4 |
| Median Absolute Deviation (MAD) | 389656.24 |
| Skewness | 27.489452 |
| Sum | 7.8861788 × 109 |
| Variance | 5.2199709 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 52026.08696 | 3 | 0.1% |
| 81686.95652 | 3 | 0.1% |
| 531769.5652 | 2 | < 0.1% |
| 216565.2174 | 2 | < 0.1% |
| 25865.21739 | 2 | < 0.1% |
| 172943.4783 | 2 | < 0.1% |
| 2600 | 2 | < 0.1% |
| 10217.3913 | 2 | < 0.1% |
| 7100 | 2 | < 0.1% |
| 54586.95652 | 2 | < 0.1% |
| Other values (4525) | 4570 |
| Value | Count | Frequency (%) |
| 4.545454545 | 1 | |
| 65.2173913 | 1 | |
| 73.91304348 | 1 | |
| 139.1304348 | 1 | |
| 181.8181818 | 1 | |
| 182.6086957 | 1 | |
| 213.0434783 | 1 | |
| 217.3913043 | 2 | |
| 247.9130435 | 1 | |
| 362.3043478 | 1 |
| Value | Count | Frequency (%) |
| 347733646.8 | 1 | |
| 110366273.9 | 1 | |
| 108802565.2 | 1 | |
| 81539721.74 | 1 | |
| 78406543.48 | 1 | |
| 63759239.13 | 1 | |
| 60902782.61 | 1 | |
| 59622121.74 | 1 | |
| 58253669.57 | 1 | |
| 53438513.04 | 1 |
52 Weeks High
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 3579 |
|---|---|
| Distinct (%) | 77.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.564379 |
| Minimum | 0.87 |
|---|---|
| Maximum | 14400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | 0.87 |
|---|---|
| 5-th percentile | 2.321 |
| Q1 | 8.575 |
| median | 21.36 |
| Q3 | 59.865 |
| 95-th percentile | 245.8895 |
| Maximum | 14400 |
| Range | 14399.13 |
| Interquartile range (IQR) | 51.29 |
Descriptive statistics
| Standard deviation | 287.98921 |
|---|---|
| Coefficient of variation (CV) | 4.2624414 |
| Kurtosis | 1525.7195 |
| Mean | 67.564379 |
| Median Absolute Deviation (MAD) | 16.64 |
| Skewness | 34.209996 |
| Sum | 310255.63 |
| Variance | 82937.782 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 8 | 0.2% |
| 2.05 | 8 | 0.2% |
| 14 | 7 | 0.2% |
| 3.6 | 7 | 0.2% |
| 2.1 | 7 | 0.2% |
| 12 | 6 | 0.1% |
| 3.5 | 6 | 0.1% |
| 4 | 6 | 0.1% |
| 7.88 | 5 | 0.1% |
| 32 | 5 | 0.1% |
| Other values (3569) | 4527 |
| Value | Count | Frequency (%) |
| 0.87 | 1 | |
| 0.8999 | 2 | |
| 0.9039 | 1 | |
| 0.909 | 1 | |
| 0.93 | 1 | |
| 0.94 | 1 | |
| 0.98 | 2 | |
| 0.99 | 1 | |
| 1.01 | 1 | |
| 1.02 | 1 |
| Value | Count | Frequency (%) |
| 14400 | 1 | |
| 8700 | 1 | |
| 4144.32 | 1 | |
| 3242.54 | 1 | |
| 2173.01 | 1 | |
| 1905.09 | 1 | |
| 1899.21 | 1 | |
| 1759.76 | 1 | |
| 1670.24 | 1 | |
| 1535.86 | 1 |
52 Weeks Low
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 3347 |
|---|---|
| Distinct (%) | 72.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.013462 |
| Minimum | 0.0004 |
|---|---|
| Maximum | 5210.49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | 0.0004 |
|---|---|
| 5-th percentile | 0.43619 |
| Q1 | 2.16 |
| median | 10.24 |
| Q3 | 32.335 |
| 95-th percentile | 144.9145 |
| Maximum | 5210.49 |
| Range | 5210.4896 |
| Interquartile range (IQR) | 30.175 |
Descriptive statistics
| Standard deviation | 120.44169 |
|---|---|
| Coefficient of variation (CV) | 3.344352 |
| Kurtosis | 840.57527 |
| Mean | 36.013462 |
| Median Absolute Deviation (MAD) | 9.14 |
| Skewness | 23.193785 |
| Sum | 165373.82 |
| Variance | 14506.202 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.75 | 11 | 0.2% |
| 1 | 10 | 0.2% |
| 1.04 | 9 | 0.2% |
| 1.1 | 9 | 0.2% |
| 0.7 | 9 | 0.2% |
| 1.21 | 9 | 0.2% |
| 0.65 | 9 | 0.2% |
| 1.25 | 8 | 0.2% |
| 1.03 | 8 | 0.2% |
| 1.55 | 8 | 0.2% |
| Other values (3337) | 4502 |
| Value | Count | Frequency (%) |
| 0.0004 | 1 | |
| 0.038 | 1 | |
| 0.048 | 1 | |
| 0.056 | 1 | |
| 0.064 | 1 | |
| 0.07 | 1 | |
| 0.0712 | 1 | |
| 0.0734 | 1 | |
| 0.0771 | 1 | |
| 0.0811 | 1 |
| Value | Count | Frequency (%) |
| 5210.49 | 1 | |
| 2735.3 | 1 | |
| 2379.02 | 1 | |
| 1401.0101 | 1 | |
| 1295.65 | 1 | |
| 1274.91 | 1 | |
| 1141.04 | 1 | |
| 930.72 | 1 | |
| 860.1 | 1 | |
| 811.99 | 1 |
Exchange
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 279.4 KiB |
| NASDAQ | |
|---|---|
| NYSE |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.287892 |
| Min length | 4 |
Characters and Unicode
| Total characters | 24282 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NASDAQ |
|---|---|
| 2nd row | NASDAQ |
| 3rd row | NASDAQ |
| 4th row | NASDAQ |
| 5th row | NASDAQ |
Common Values
| Value | Count | Frequency (%) |
| NASDAQ | 2957 | |
| NYSE | 1635 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| nasdaq | 2957 | |
| nyse | 1635 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 5914 | |
| N | 4592 | |
| S | 4592 | |
| D | 2957 | |
| Q | 2957 | |
| Y | 1635 | 6.7% |
| E | 1635 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 24282 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 5914 | |
| N | 4592 | |
| S | 4592 | |
| D | 2957 | |
| Q | 2957 | |
| Y | 1635 | 6.7% |
| E | 1635 | 6.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 24282 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 5914 | |
| N | 4592 | |
| S | 4592 | |
| D | 2957 | |
| Q | 2957 | |
| Y | 1635 | 6.7% |
| E | 1635 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 24282 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 5914 | |
| N | 4592 | |
| S | 4592 | |
| D | 2957 | |
| Q | 2957 | |
| Y | 1635 | 6.7% |
| E | 1635 | 6.7% |
Performance (52 weeks)
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 4585 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.011139993 |
| Minimum | -0.99985424 |
|---|---|
| Maximum | 33.280986 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2391 |
| Negative (%) | 52.1% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | -0.99985424 |
|---|---|
| 5-th percentile | -0.85974348 |
| Q1 | -0.36866033 |
| median | -0.020458181 |
| Q3 | 0.2198746 |
| 95-th percentile | 0.79846204 |
| Maximum | 33.280986 |
| Range | 34.28084 |
| Interquartile range (IQR) | 0.58853493 |
Descriptive statistics
| Standard deviation | 0.79557413 |
|---|---|
| Coefficient of variation (CV) | -71.416036 |
| Kurtosis | 679.55329 |
| Mean | -0.011139993 |
| Median Absolute Deviation (MAD) | 0.28301388 |
| Skewness | 17.714339 |
| Sum | -51.154847 |
| Variance | 0.63293819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.5009512193 | 2 | < 0.1% |
| 0.07029265643 | 2 | < 0.1% |
| -0.06056350255 | 2 | < 0.1% |
| -0.47592853 | 2 | < 0.1% |
| -0.1670839982 | 2 | < 0.1% |
| 0.387608379 | 2 | < 0.1% |
| -0.8042474026 | 2 | < 0.1% |
| 0.2113597329 | 1 | < 0.1% |
| -0.7288121977 | 1 | < 0.1% |
| -0.2850604216 | 1 | < 0.1% |
| Other values (4575) | 4575 |
| Value | Count | Frequency (%) |
| -0.9998542374 | 1 | |
| -0.9994216567 | 1 | |
| -0.9992965079 | 1 | |
| -0.9982727312 | 1 | |
| -0.9979352051 | 1 | |
| -0.9973795645 | 1 | |
| -0.9973444564 | 1 | |
| -0.9966251513 | 1 | |
| -0.9965653988 | 1 | |
| -0.9964575223 | 1 |
| Value | Count | Frequency (%) |
| 33.28098556 | 1 | |
| 8.725687571 | 1 | |
| 7.564530876 | 1 | |
| 7.492914449 | 1 | |
| 6.921500924 | 1 | |
| 5.897939474 | 1 | |
| 5.736607268 | 1 | |
| 5.64065769 | 1 | |
| 5.450054284 | 1 | |
| 5.299123385 | 1 |
Country
Text
| Distinct | 51 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 264.7 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 9184 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | US |
|---|---|
| 2nd row | US |
| 3rd row | US |
| 4th row | CN |
| 5th row | US |
| Value | Count | Frequency (%) |
| us | 3880 | |
| cn | 185 | 4.0% |
| il | 85 | 1.9% |
| gb | 57 | 1.2% |
| ca | 56 | 1.2% |
| sg | 38 | 0.8% |
| hk | 34 | 0.7% |
| bm | 30 | 0.7% |
| ie | 29 | 0.6% |
| ky | 20 | 0.4% |
| Other values (41) | 178 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 3927 | |
| U | 3906 | |
| C | 269 | 2.9% |
| N | 199 | 2.2% |
| I | 124 | 1.4% |
| G | 113 | 1.2% |
| L | 109 | 1.2% |
| B | 100 | 1.1% |
| A | 73 | 0.8% |
| K | 61 | 0.7% |
| Other values (15) | 303 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9184 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 3927 | |
| U | 3906 | |
| C | 269 | 2.9% |
| N | 199 | 2.2% |
| I | 124 | 1.4% |
| G | 113 | 1.2% |
| L | 109 | 1.2% |
| B | 100 | 1.1% |
| A | 73 | 0.8% |
| K | 61 | 0.7% |
| Other values (15) | 303 | 3.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9184 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 3927 | |
| U | 3906 | |
| C | 269 | 2.9% |
| N | 199 | 2.2% |
| I | 124 | 1.4% |
| G | 113 | 1.2% |
| L | 109 | 1.2% |
| B | 100 | 1.1% |
| A | 73 | 0.8% |
| K | 61 | 0.7% |
| Other values (15) | 303 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9184 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 3927 | |
| U | 3906 | |
| C | 269 | 2.9% |
| N | 199 | 2.2% |
| I | 124 | 1.4% |
| G | 113 | 1.2% |
| L | 109 | 1.2% |
| B | 100 | 1.1% |
| A | 73 | 0.8% |
| K | 61 | 0.7% |
| Other values (15) | 303 | 3.3% |
Résultat net
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 4555 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6736974 × 108 |
| Minimum | -2.1601255 × 1010 |
|---|---|
| Maximum | 1.2241905 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2163 |
| Negative (%) | 47.1% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | -2.1601255 × 1010 |
|---|---|
| 5-th percentile | -2.9138745 × 108 |
| Q1 | -36771286 |
| median | 2553906.5 |
| Q3 | 1.4112199 × 108 |
| 95-th percentile | 1.94895 × 109 |
| Maximum | 1.2241905 × 1011 |
| Range | 1.4402031 × 1011 |
| Interquartile range (IQR) | 1.7789328 × 108 |
Descriptive statistics
| Standard deviation | 4.028534 × 109 |
|---|---|
| Coefficient of variation (CV) | 8.6195867 |
| Kurtosis | 450.78781 |
| Mean | 4.6736974 × 108 |
| Median Absolute Deviation (MAD) | 67461500 |
| Skewness | 19.222911 |
| Sum | 2.1461619 × 1012 |
| Variance | 1.6229086 × 1019 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1052000000 | 3 | 0.1% |
| 714000000 | 3 | 0.1% |
| -40105000 | 2 | < 0.1% |
| 1560000000 | 2 | < 0.1% |
| 975000000 | 2 | < 0.1% |
| -9636000 | 2 | < 0.1% |
| 161000000 | 2 | < 0.1% |
| 107048000 | 2 | < 0.1% |
| 164000000 | 2 | < 0.1% |
| -35390000 | 2 | < 0.1% |
| Other values (4545) | 4570 |
| Value | Count | Frequency (%) |
| -2.160125542 × 1010 | 1 | |
| -1.176899994 × 1010 | 1 | |
| -9406706688 | 1 | |
| -6808999936 | 1 | |
| -6541000192 | 1 | |
| -5866999808 | 1 | |
| -5810999808 | 1 | |
| -5791000064 | 1 | |
| -5783000064 | 1 | |
| -4943179776 | 1 |
| Value | Count | Frequency (%) |
| 1.224190525 × 1011 | 1 | |
| 1.019560018 × 1011 | 1 | |
| 8.813599949 × 1010 | 1 | |
| 8.765699686 × 1010 | 1 | |
| 7.992333926 × 1010 | 1 | |
| 7.974100173 × 1010 | 1 | |
| 5.221699994 × 1010 | 1 | |
| 5.143400038 × 1010 | 1 | |
| 4.441899827 × 1010 | 1 | |
| 4.259799859 × 1010 | 1 |
Sector
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 314.9 KiB |
| Healthcare | |
|---|---|
| Financial Services | |
| Technology | |
| Industrials | |
| Consumer Cyclical | |
| Other values (6) |
Length
| Max length | 22 |
|---|---|
| Median length | 18 |
| Mean length | 13.186847 |
| Min length | 6 |
Characters and Unicode
| Total characters | 60554 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Industrials |
|---|---|
| 2nd row | Healthcare |
| 3rd row | Consumer Cyclical |
| 4th row | Healthcare |
| 5th row | Healthcare |
Common Values
| Value | Count | Frequency (%) |
| Healthcare | 1012 | |
| Financial Services | 784 | |
| Technology | 683 | |
| Industrials | 545 | |
| Consumer Cyclical | 504 | |
| Real Estate | 233 | 5.1% |
| Consumer Defensive | 207 | 4.5% |
| Communication Services | 201 | 4.4% |
| Energy | 179 | 3.9% |
| Basic Materials | 158 | 3.4% |
Length
| Value | Count | Frequency (%) |
| healthcare | 1012 | |
| services | 985 | |
| financial | 784 | |
| consumer | 711 | |
| technology | 683 | |
| industrials | 545 | |
| cyclical | 504 | |
| real | 233 | 3.5% |
| estate | 233 | 3.5% |
| defensive | 207 | 3.1% |
| Other values (5) | 782 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6898 | |
| a | 5782 | 9.5% |
| c | 4831 | 8.0% |
| i | 4785 | 7.9% |
| l | 4509 | 7.4% |
| n | 4295 | 7.1% |
| s | 3628 | 6.0% |
| r | 3590 | 5.9% |
| t | 2554 | 4.2% |
| o | 2479 | 4.1% |
| Other values (21) | 17203 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 60554 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 6898 | |
| a | 5782 | 9.5% |
| c | 4831 | 8.0% |
| i | 4785 | 7.9% |
| l | 4509 | 7.4% |
| n | 4295 | 7.1% |
| s | 3628 | 6.0% |
| r | 3590 | 5.9% |
| t | 2554 | 4.2% |
| o | 2479 | 4.1% |
| Other values (21) | 17203 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 60554 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 6898 | |
| a | 5782 | 9.5% |
| c | 4831 | 8.0% |
| i | 4785 | 7.9% |
| l | 4509 | 7.4% |
| n | 4295 | 7.1% |
| s | 3628 | 6.0% |
| r | 3590 | 5.9% |
| t | 2554 | 4.2% |
| o | 2479 | 4.1% |
| Other values (21) | 17203 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 60554 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 6898 | |
| a | 5782 | 9.5% |
| c | 4831 | 8.0% |
| i | 4785 | 7.9% |
| l | 4509 | 7.4% |
| n | 4295 | 7.1% |
| s | 3628 | 6.0% |
| r | 3590 | 5.9% |
| t | 2554 | 4.2% |
| o | 2479 | 4.1% |
| Other values (21) | 17203 |
Industry
Text
| Distinct | 144 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 343.2 KiB |
Length
| Max length | 40 |
|---|---|
| Median length | 32 |
| Mean length | 19.508711 |
| Min length | 4 |
Characters and Unicode
| Total characters | 89584 |
|---|---|
| Distinct characters | 48 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Industrial Distribution |
|---|---|
| 2nd row | Biotechnology |
| 3rd row | Apparel Manufacturing |
| 4th row | Health Information Services |
| 5th row | Medical Devices |
| Value | Count | Frequency (%) |
| 2262 | 18.9% | |
| biotechnology | 576 | 4.8% |
| services | 443 | 3.7% |
| software | 348 | 2.9% |
| banks | 321 | 2.7% |
| regional | 316 | 2.6% |
| specialty | 296 | 2.5% |
| medical | 235 | 2.0% |
| application | 207 | 1.7% |
| equipment | 196 | 1.6% |
| Other values (189) | 6745 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8492 | 9.5% |
| 7353 | 8.2% | |
| i | 6746 | 7.5% |
| t | 6013 | 6.7% |
| a | 5888 | 6.6% |
| n | 5837 | 6.5% |
| o | 5265 | 5.9% |
| r | 4560 | 5.1% |
| s | 4429 | 4.9% |
| c | 4195 | 4.7% |
| Other values (38) | 30806 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 89584 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 8492 | 9.5% |
| 7353 | 8.2% | |
| i | 6746 | 7.5% |
| t | 6013 | 6.7% |
| a | 5888 | 6.6% |
| n | 5837 | 6.5% |
| o | 5265 | 5.9% |
| r | 4560 | 5.1% |
| s | 4429 | 4.9% |
| c | 4195 | 4.7% |
| Other values (38) | 30806 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 89584 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 8492 | 9.5% |
| 7353 | 8.2% | |
| i | 6746 | 7.5% |
| t | 6013 | 6.7% |
| a | 5888 | 6.6% |
| n | 5837 | 6.5% |
| o | 5265 | 5.9% |
| r | 4560 | 5.1% |
| s | 4429 | 4.9% |
| c | 4195 | 4.7% |
| Other values (38) | 30806 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 89584 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 8492 | 9.5% |
| 7353 | 8.2% | |
| i | 6746 | 7.5% |
| t | 6013 | 6.7% |
| a | 5888 | 6.6% |
| n | 5837 | 6.5% |
| o | 5265 | 5.9% |
| r | 4560 | 5.1% |
| s | 4429 | 4.9% |
| c | 4195 | 4.7% |
| Other values (38) | 30806 |
Price 52 Weeks Ago
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 3667 |
|---|---|
| Distinct (%) | 79.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.221743 |
| Minimum | 0.30000001 |
|---|---|
| Maximum | 11250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | 0.30000001 |
|---|---|
| 5-th percentile | 1.4455001 |
| Q1 | 5.9437501 |
| median | 15.192898 |
| Q3 | 44.50257 |
| 95-th percentile | 180.64417 |
| Maximum | 11250 |
| Range | 11249.7 |
| Interquartile range (IQR) | 38.55882 |
Descriptive statistics
| Standard deviation | 223.61334 |
|---|---|
| Coefficient of variation (CV) | 4.4525204 |
| Kurtosis | 1516.2916 |
| Mean | 50.221743 |
| Median Absolute Deviation (MAD) | 12.242898 |
| Skewness | 33.946226 |
| Sum | 230618.24 |
| Variance | 50002.925 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.049999952 | 8 | 0.2% |
| 1.679999948 | 8 | 0.2% |
| 1.220000029 | 8 | 0.2% |
| 10.69999981 | 8 | 0.2% |
| 3.019999981 | 7 | 0.2% |
| 4.199999809 | 7 | 0.2% |
| 12 | 7 | 0.2% |
| 1.600000024 | 6 | 0.1% |
| 1.730000019 | 6 | 0.1% |
| 1.110000014 | 6 | 0.1% |
| Other values (3657) | 4521 |
| Value | Count | Frequency (%) |
| 0.3000000119 | 1 | |
| 0.400000006 | 1 | |
| 0.4300000072 | 1 | |
| 0.4379999936 | 1 | |
| 0.4799999893 | 1 | |
| 0.5009999871 | 1 | |
| 0.5099999905 | 1 | |
| 0.5170000196 | 1 | |
| 0.5210062861 | 1 | |
| 0.5320000052 | 1 |
| Value | Count | Frequency (%) |
| 11250 | 1 | |
| 6156.72998 | 1 | |
| 3456 | 1 | |
| 3190.70166 | 1 | |
| 2483.830078 | 1 | |
| 1566.987183 | 1 | |
| 1506.199951 | 1 | |
| 1464.240601 | 1 | |
| 1330 | 1 | |
| 1239.800049 | 1 |
Currency
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 269.2 KiB |
| USD | |
|---|---|
| CNY | 101 |
| EUR | 31 |
| BRL | 11 |
| CAD | 11 |
| Other values (15) | 40 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 13776 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | USD |
|---|---|
| 2nd row | USD |
| 3rd row | USD |
| 4th row | USD |
| 5th row | USD |
Common Values
| Value | Count | Frequency (%) |
| USD | 4398 | |
| CNY | 101 | 2.2% |
| EUR | 31 | 0.7% |
| BRL | 11 | 0.2% |
| CAD | 11 | 0.2% |
| GBP | 8 | 0.2% |
| AUD | 5 | 0.1% |
| CHF | 4 | 0.1% |
| SGD | 4 | 0.1% |
| JPY | 4 | 0.1% |
| Other values (10) | 15 | 0.3% |
Length
| Value | Count | Frequency (%) |
| usd | 4398 | |
| cny | 101 | 2.2% |
| eur | 31 | 0.7% |
| brl | 11 | 0.2% |
| cad | 11 | 0.2% |
| gbp | 8 | 0.2% |
| aud | 5 | 0.1% |
| chf | 4 | 0.1% |
| sgd | 4 | 0.1% |
| jpy | 4 | 0.1% |
| Other values (10) | 15 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 4434 | |
| D | 4421 | |
| S | 4403 | |
| C | 116 | 0.8% |
| Y | 108 | 0.8% |
| N | 107 | 0.8% |
| R | 50 | 0.4% |
| E | 33 | 0.2% |
| B | 19 | 0.1% |
| A | 17 | 0.1% |
| Other values (13) | 68 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13776 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| U | 4434 | |
| D | 4421 | |
| S | 4403 | |
| C | 116 | 0.8% |
| Y | 108 | 0.8% |
| N | 107 | 0.8% |
| R | 50 | 0.4% |
| E | 33 | 0.2% |
| B | 19 | 0.1% |
| A | 17 | 0.1% |
| Other values (13) | 68 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13776 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| U | 4434 | |
| D | 4421 | |
| S | 4403 | |
| C | 116 | 0.8% |
| Y | 108 | 0.8% |
| N | 107 | 0.8% |
| R | 50 | 0.4% |
| E | 33 | 0.2% |
| B | 19 | 0.1% |
| A | 17 | 0.1% |
| Other values (13) | 68 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13776 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| U | 4434 | |
| D | 4421 | |
| S | 4403 | |
| C | 116 | 0.8% |
| Y | 108 | 0.8% |
| N | 107 | 0.8% |
| R | 50 | 0.4% |
| E | 33 | 0.2% |
| B | 19 | 0.1% |
| A | 17 | 0.1% |
| Other values (13) | 68 | 0.5% |
Total assets
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 4475 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 108 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6801947 × 108 |
| Minimum | 1024 |
|---|---|
| Maximum | 1.52041 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | 1024 |
|---|---|
| 5-th percentile | 3521482 |
| Q1 | 18065700 |
| median | 50876600 |
| Q3 | 1.3168025 × 108 |
| 95-th percentile | 6.0919052 × 108 |
| Maximum | 1.52041 × 1010 |
| Range | 1.5204099 × 1010 |
| Interquartile range (IQR) | 1.1361455 × 108 |
Descriptive statistics
| Standard deviation | 5.3726484 × 108 |
|---|---|
| Coefficient of variation (CV) | 3.1976345 |
| Kurtosis | 225.91437 |
| Mean | 1.6801947 × 108 |
| Median Absolute Deviation (MAD) | 40574850 |
| Skewness | 12.24925 |
| Sum | 7.533993 × 1011 |
| Variance | 2.8865351 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 132670000 | 2 | < 0.1% |
| 100625000 | 2 | < 0.1% |
| 144976992 | 2 | < 0.1% |
| 46608800 | 2 | < 0.1% |
| 37457200 | 2 | < 0.1% |
| 28483600 | 2 | < 0.1% |
| 14000000 | 2 | < 0.1% |
| 116454000 | 2 | < 0.1% |
| 69067000 | 2 | < 0.1% |
| 25318800 | 1 | < 0.1% |
| Other values (4465) | 4465 | |
| (Missing) | 108 | 2.4% |
| Value | Count | Frequency (%) |
| 1024 | 1 | |
| 12443 | 1 | |
| 113809 | 1 | |
| 164495 | 1 | |
| 228025 | 1 | |
| 333008 | 1 | |
| 360600 | 1 | |
| 376141 | 1 | |
| 393449 | 1 | |
| 396368 | 1 |
| Value | Count | Frequency (%) |
| 1.52041001 × 1010 | 1 | |
| 1.049559962 × 1010 | 1 | |
| 8043539968 | 1 | |
| 7759580160 | 1 | |
| 7433039872 | 1 | |
| 7170240000 | 1 | |
| 6478000000 | 1 | |
| 6365200000 | 1 | |
| 5858999808 | 1 | |
| 5666699776 | 1 |
EPS Annual
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 4507 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.12150327 |
| Minimum | -2997.8 |
|---|---|
| Maximum | 11880.286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2115 |
| Negative (%) | 46.1% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | -2997.8 |
|---|---|
| 5-th percentile | -9.597185 |
| Q1 | -1.14425 |
| median | 0.14605 |
| Q3 | 2.285825 |
| 95-th percentile | 9.699825 |
| Maximum | 11880.286 |
| Range | 14878.086 |
| Interquartile range (IQR) | 3.430075 |
Descriptive statistics
| Standard deviation | 194.54043 |
|---|---|
| Coefficient of variation (CV) | -1601.1127 |
| Kurtosis | 3054.6241 |
| Mean | -0.12150327 |
| Median Absolute Deviation (MAD) | 1.6405 |
| Skewness | 48.343212 |
| Sum | -557.943 |
| Variance | 37845.977 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6003 | 3 | 0.1% |
| -0.0212 | 3 | 0.1% |
| 1.6387 | 2 | < 0.1% |
| -3.5681 | 2 | < 0.1% |
| -0.2602 | 2 | < 0.1% |
| -0.398 | 2 | < 0.1% |
| 1.8876 | 2 | < 0.1% |
| 0.0466 | 2 | < 0.1% |
| -0.1822 | 2 | < 0.1% |
| -0.0216 | 2 | < 0.1% |
| Other values (4497) | 4570 |
| Value | Count | Frequency (%) |
| -2997.8 | 1 | |
| -2181 | 1 | |
| -1952.8796 | 1 | |
| -1586.1632 | 1 | |
| -1564.215 | 1 | |
| -1018.2512 | 1 | |
| -1008.1846 | 1 | |
| -666.5292 | 1 | |
| -471.8591 | 1 | |
| -434.6842 | 1 |
| Value | Count | Frequency (%) |
| 11880.2857 | 1 | |
| 2241.184 | 1 | |
| 788.6044 | 1 | |
| 463.3511 | 1 | |
| 201.4798 | 1 | |
| 149.2047 | 1 | |
| 133.0526 | 1 | |
| 117.4103 | 1 | |
| 92.8812 | 1 | |
| 77.818 | 1 |
ROI Annual
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 3386 |
|---|---|
| Distinct (%) | 73.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -68.822545 |
| Minimum | -108880 |
|---|---|
| Maximum | 12633.08 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2092 |
| Negative (%) | 45.6% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | -108880 |
|---|---|
| 5-th percentile | -162.166 |
| Q1 | -26.4825 |
| median | 1.365 |
| Q3 | 8.26 |
| 95-th percentile | 24.0535 |
| Maximum | 12633.08 |
| Range | 121513.08 |
| Interquartile range (IQR) | 34.7425 |
Descriptive statistics
| Standard deviation | 1799.4173 |
|---|---|
| Coefficient of variation (CV) | -26.145754 |
| Kurtosis | 2992.8376 |
| Mean | -68.822545 |
| Median Absolute Deviation (MAD) | 10.57 |
| Skewness | -51.82124 |
| Sum | -316033.13 |
| Variance | 3237902.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.15 | 7 | 0.2% |
| 4.53 | 7 | 0.2% |
| 4.19 | 7 | 0.2% |
| 9.32 | 6 | 0.1% |
| 3.2 | 6 | 0.1% |
| 1.17 | 6 | 0.1% |
| 3.7 | 6 | 0.1% |
| 2.06 | 5 | 0.1% |
| 9.29 | 5 | 0.1% |
| 0.64 | 5 | 0.1% |
| Other values (3376) | 4532 |
| Value | Count | Frequency (%) |
| -108880 | 1 | |
| -41952.85 | 1 | |
| -29104.88 | 1 | |
| -9780 | 1 | |
| -5196.477 | 1 | |
| -5033.59 | 1 | |
| -3715.82 | 1 | |
| -3645.8 | 1 | |
| -3304.87 | 1 | |
| -3184.29 | 1 |
| Value | Count | Frequency (%) |
| 12633.08 | 1 | |
| 2662.67 | 1 | |
| 1875.53 | 1 | |
| 1670 | 1 | |
| 1054.47 | 1 | |
| 737.69 | 1 | |
| 643.41 | 1 | |
| 445.65 | 1 | |
| 432.25 | 1 | |
| 307.73 | 1 |
| 52 Weeks High | 52 Weeks Low | Beta | Currency | EPS Annual | Exchange | Market Cap (in M) | Performance (52 weeks) | Price | Price 52 Weeks Ago | ROI Annual | Résultat net | Sector | Total assets | Volume 1 month | Volume 52 weeks | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 52 Weeks High | 1.000 | 0.896 | -0.028 | 0.000 | 0.558 | 0.015 | 0.732 | 0.362 | 0.904 | 0.965 | 0.523 | 0.549 | 0.000 | 0.206 | 0.280 | 0.228 |
| 52 Weeks Low | 0.896 | 1.000 | -0.126 | 0.000 | 0.707 | 0.018 | 0.830 | 0.485 | 0.983 | 0.911 | 0.659 | 0.653 | 0.000 | 0.285 | 0.225 | 0.167 |
| Beta | -0.028 | -0.126 | 1.000 | 0.000 | -0.246 | 0.091 | 0.037 | -0.068 | -0.088 | -0.062 | -0.267 | -0.252 | 0.125 | 0.155 | 0.249 | 0.272 |
| Currency | 0.000 | 0.000 | 0.000 | 1.000 | 0.561 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.353 | 0.058 | 0.000 | 0.000 | 0.000 |
| EPS Annual | 0.558 | 0.707 | -0.246 | 0.561 | 1.000 | 0.085 | 0.600 | 0.400 | 0.682 | 0.584 | 0.852 | 0.834 | 0.052 | 0.245 | 0.117 | 0.075 |
| Exchange | 0.015 | 0.018 | 0.091 | 0.000 | 0.085 | 1.000 | 0.047 | 0.042 | 0.027 | 0.000 | 0.019 | 0.074 | 0.416 | 0.075 | 0.000 | 0.000 |
| Market Cap (in M) | 0.732 | 0.830 | 0.037 | 0.000 | 0.600 | 0.047 | 1.000 | 0.513 | 0.845 | 0.728 | 0.539 | 0.558 | 0.023 | 0.714 | 0.601 | 0.566 |
| Performance (52 weeks) | 0.362 | 0.485 | -0.068 | 0.000 | 0.400 | 0.042 | 0.513 | 1.000 | 0.579 | 0.247 | 0.368 | 0.387 | 0.015 | 0.206 | 0.077 | 0.045 |
| Price | 0.904 | 0.983 | -0.088 | 0.000 | 0.682 | 0.027 | 0.845 | 0.579 | 1.000 | 0.893 | 0.632 | 0.633 | 0.000 | 0.292 | 0.246 | 0.185 |
| Price 52 Weeks Ago | 0.965 | 0.911 | -0.062 | 0.000 | 0.584 | 0.000 | 0.728 | 0.247 | 0.893 | 1.000 | 0.549 | 0.561 | 0.020 | 0.216 | 0.269 | 0.208 |
| ROI Annual | 0.523 | 0.659 | -0.267 | 0.000 | 0.852 | 0.019 | 0.539 | 0.368 | 0.632 | 0.549 | 1.000 | 0.742 | 0.041 | 0.190 | 0.081 | 0.041 |
| Résultat net | 0.549 | 0.653 | -0.252 | 0.353 | 0.834 | 0.074 | 0.558 | 0.387 | 0.633 | 0.561 | 0.742 | 1.000 | 0.032 | 0.220 | 0.153 | 0.119 |
| Sector | 0.000 | 0.000 | 0.125 | 0.058 | 0.052 | 0.416 | 0.023 | 0.015 | 0.000 | 0.020 | 0.041 | 0.032 | 1.000 | 0.038 | 0.000 | 0.016 |
| Total assets | 0.206 | 0.285 | 0.155 | 0.000 | 0.245 | 0.075 | 0.714 | 0.206 | 0.292 | 0.216 | 0.190 | 0.220 | 0.038 | 1.000 | 0.771 | 0.780 |
| Volume 1 month | 0.280 | 0.225 | 0.249 | 0.000 | 0.117 | 0.000 | 0.601 | 0.077 | 0.246 | 0.269 | 0.081 | 0.153 | 0.000 | 0.771 | 1.000 | 0.942 |
| Volume 52 weeks | 0.228 | 0.167 | 0.272 | 0.000 | 0.075 | 0.000 | 0.566 | 0.045 | 0.185 | 0.208 | 0.041 | 0.119 | 0.016 | 0.780 | 0.942 | 1.000 |
| Symbol | Company Name | Price | Market Cap (in M) | Beta | Volume 52 weeks | Volume 1 month | 52 Weeks High | 52 Weeks Low | Exchange | Performance (52 weeks) | Country | Résultat net | Sector | Industry | Price 52 Weeks Ago | Currency | Total assets | EPS Annual | ROI Annual | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | TRNS | Transcat Inc | 116.2900 | 1051.552692 | 0.931989 | 5.090984e+04 | 7.298288e+04 | 147.115 | 84.450 | NASDAQ | 0.211360 | US | 15106000.0 | Industrials | Industrial Distribution | 96.050003 | USD | 2.553100e+07 | 1.6340 | 5.95 |
| 1 | ACRV | Acrivon Therapeutics Inc | 7.1800 | 217.991134 | 0.711853 | 2.340076e+05 | 7.426779e+04 | 12.850 | 3.190 | NASDAQ | -0.381850 | US | -64118000.0 | Healthcare | Biotechnology | 11.600000 | USD | 1.320950e+08 | -2.7352 | -49.83 |
| 2 | COLM | Columbia Sportswear Co | 81.8350 | 4781.357487 | 0.628373 | 4.619039e+05 | 5.568954e+05 | 87.230 | 66.010 | NASDAQ | 0.098148 | US | 227407008.0 | Consumer Cyclical | Apparel Manufacturing | 74.540024 | USD | 1.250472e+09 | 4.0929 | 12.97 |
| 3 | ZCMD | Zhongchao Inc | 1.4900 | 12.008726 | -1.479883 | 3.614145e+05 | 1.164410e+06 | 12.000 | 1.000 | NASDAQ | -0.873369 | CN | -11335911.0 | Healthcare | Health Information Services | 11.700000 | USD | NaN | -4.3550 | -62.95 |
| 4 | MOVE | Movano Inc | 0.3714 | 36.525224 | 1.216491 | 1.513081e+05 | 2.487234e+05 | 1.400 | 0.266 | NASDAQ | -0.715289 | US | -27907000.0 | Healthcare | Medical Devices | 1.300000 | USD | 3.505800e+07 | -0.6339 | -837.14 |
| 5 | NMIH | NMI Holdings Inc | 37.2400 | 2955.058424 | 0.678791 | 5.305636e+05 | 5.543996e+05 | 42.000 | 25.640 | NASDAQ | 0.280151 | US | 348496992.0 | Financial Services | Insurance - Specialty | 29.110001 | USD | NaN | 3.8413 | 13.86 |
| 6 | GNTA | Genenta Science SPA | 4.5635 | 81.703059 | -1.192499 | 5.514391e+03 | 2.803921e+04 | 6.100 | 2.200 | NASDAQ | -0.199875 | IT | -11645455.0 | Healthcare | Biotechnology | 5.700000 | EUR | NaN | -0.6393 | -57.00 |
| 7 | ALLR | Allarity Therapeutics Inc | 0.1426 | 6.204360 | 3.290210 | 2.291709e+06 | 9.179877e+06 | 46.600 | 0.138 | NASDAQ | -0.996625 | US | -12823000.0 | Healthcare | Biotechnology | 41.599998 | USD | NaN | -119.6080 | -285.88 |
| 8 | RRBI | Red River Bancshares Inc | 49.3300 | 341.050025 | 0.651340 | 9.616577e+03 | 1.154975e+04 | 58.000 | 42.780 | NASDAQ | -0.004805 | US | 32488000.0 | Financial Services | Banks - Regional | 49.567513 | USD | NaN | 4.8566 | 11.48 |
| 9 | HCKT | Hackett Group Inc | 25.5550 | 711.356492 | 0.404137 | 9.765614e+04 | 1.270293e+05 | 27.680 | 20.230 | NASDAQ | 0.090217 | US | 34749000.0 | Technology | Information Technology Services | 23.445827 | USD | 5.962300e+07 | 1.2357 | 27.81 |
| Symbol | Company Name | Price | Market Cap (in M) | Beta | Volume 52 weeks | Volume 1 month | 52 Weeks High | 52 Weeks Low | Exchange | Performance (52 weeks) | Country | Résultat net | Sector | Industry | Price 52 Weeks Ago | Currency | Total assets | EPS Annual | ROI Annual | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4582 | BOX | Box Inc | 27.51 | 4002.369571 | 0.410347 | 1.836657e+06 | 1.355296e+06 | 30.97 | 23.5650 | NYSE | -0.094119 | US | 1.070040e+08 | Technology | Software - Infrastructure | 30.360001 | USD | 144976992.0 | 0.8684 | 29.88 |
| 4583 | NSC | Norfolk Southern Corp | 239.62 | 54177.227612 | 0.800947 | 1.256250e+06 | 1.239665e+06 | 263.66 | 183.0900 | NYSE | 0.137450 | US | 1.791000e+09 | Industrials | Railroads | 210.738556 | USD | 226096000.0 | 8.0343 | 6.10 |
| 4584 | CPA | Copa Holdings SA | 88.12 | 3673.457144 | 1.182349 | 3.297429e+05 | 3.127565e+05 | 114.00 | 78.1200 | NYSE | -0.051162 | PA | 6.713850e+08 | Industrials | Airlines | 92.858147 | USD | 30748900.0 | 12.7796 | 13.29 |
| 4585 | GPOR | Gulfport Energy Corp | 138.14 | 2501.311709 | 0.988221 | 2.022063e+05 | 2.470174e+05 | 165.13 | 108.8400 | NYSE | 0.212501 | US | 7.523250e+08 | Energy | Oil & Gas E&P | 113.989998 | USD | 18107100.0 | 77.8180 | 51.19 |
| 4586 | BA | Boeing Co | 167.91 | 103460.627412 | 1.149939 | 7.051050e+06 | 6.611630e+06 | 267.54 | 159.7000 | NYSE | -0.288335 | US | -3.441000e+09 | Industrials | Aerospace & Defense | 235.720001 | USD | 616166976.0 | -3.6679 | 73.73 |
| 4587 | IVZ | Invesco Ltd | 16.16 | 7272.524128 | 1.201363 | 4.633188e+06 | 4.554791e+06 | 18.28 | 12.4800 | NYSE | 0.027753 | US | -3.372000e+08 | Financial Services | Asset Management | 15.724797 | USD | 450032000.0 | -0.2131 | -0.42 |
| 4588 | FBP | First BanCorp | 19.74 | 3285.271025 | 0.928211 | 1.117185e+06 | 1.213457e+06 | 22.12 | 12.7150 | NYSE | 0.347341 | PR | 3.108070e+08 | Financial Services | Banks - Regional | 14.663054 | USD | 163864992.0 | 1.7094 | 18.25 |
| 4589 | SNDA | Sonida Senior Living Inc | 29.36 | 418.113320 | 0.884568 | 1.800198e+04 | 2.690000e+04 | 34.26 | 6.8900 | NYSE | 1.992714 | US | -2.302900e+07 | Healthcare | Medical Care Facilities | 9.840000 | USD | 14240900.0 | -3.1104 | -3.80 |
| 4590 | COHR | Coherent Corp | 63.34 | 9656.880542 | 3.423148 | 2.326590e+06 | 2.209304e+06 | 80.91 | 28.4700 | NYSE | 0.403250 | US | -4.145670e+08 | Technology | Scientific & Technical Instruments | 45.180000 | USD | 152460992.0 | -1.8859 | -2.24 |
| 4591 | TWLO | Twilio Inc | 60.41 | 9701.836400 | 1.528249 | 2.782786e+06 | 2.422213e+06 | 78.16 | 49.8561 | NYSE | -0.024610 | US | -5.943220e+08 | Technology | Software - Infrastructure | 61.930000 | USD | 160600000.0 | -5.5389 | -9.46 |